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A transformation to normality suggested by Box and Sir David Cox in 1964. They proposed a family of transformations that might be used to convert a general set of n observations into a set of n independent observations from a normal distribution with constant variance. The transformation involves a parameter λ that can be estimated from the data using the method of maximum likelihood. The transformed observation, y(λ), is related to the original observation, y, by